ModelRefs / RealWorldQA Methodology and Evidence
RealWorldQA Methodology and Evidence
Physical-world spatial reasoning from xAI. Methodology, dataset provenance, and citation sources for RealWorldQA.
Overview
Physical-world spatial reasoning from xAI.
How it is measured: Multiple-choice accuracy across 765 real photos.
How this benchmark is scored
| Category | vision |
|---|---|
| Maximum score | 100 % accuracy |
| Direction | Higher is better |
Primary source: https://x.ai/news/grok-1.5v
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Frequently asked questions
What does the RealWorldQA benchmark measure?
Physical-world spatial reasoning from xAI.
What is the methodology?
Multiple-choice accuracy across 765 real photos.